Throughput-Optimized Frequency Domain CNN with Fixed-Point Quantization on FPGA.
Weiyi SunHanqing ZengYi-Hua Edward YangViktor K. PrasannaPublished in: ReConFig (2018)
Keyphrases
- fixed point
- frequency domain
- cellular neural networks
- spatial domain
- fourier transform
- cross correlation
- feature extraction
- sufficient conditions
- power spectrum
- subband
- denoising
- quantization error
- signal processing
- belief propagation
- fast fourier transform
- dynamical systems
- power spectra
- image coding
- motion estimation
- error diffusion
- floating point
- machine learning
- wavelet transform
- feature vectors
- image processing